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deepseek-v4-flash:0731vskimi-k2.7-code

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Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.

Current pricing

See the cost difference clearly

deepseek-v4-flash:0731

Checking current pricing…

kimi-k2.7-code

Checking current pricing…

What's different

Only capabilities that differ between these models are listed. Green highlights the broader supported option or larger context window.

Context window

deepseek-v4-flash:0731Better fit

1,024,000 tokens

kimi-k2.7-code

256,000 tokens

Capability scores

AI-estimated ratings on 30 criteria from head-to-head comparisons against 86 other text models in the LLM7 catalog, judged by TypeSafe Jev from public information (2026-10-20). Each score is the win rate against the field, relative to the strongest model for that criterion (100%). Not a benchmark.

Below 50%50–79%80–94%95%+

deepseek-v4-flash:0731 · leads in 25

66%

Moderate

kimi-k2.7-code · leads in 4

53%

Moderate

Knowledge & reasoning

  • General knowledge

    deepseek-v4-flash:0731Leads53%
    kimi-k2.7-code37%
  • Logical reasoning

    deepseek-v4-flash:0731Leads68%
    kimi-k2.7-code59%
  • Mathematics

    deepseek-v4-flash:0731Leads87%
    kimi-k2.7-code68%
  • Scientific and technical depth

    deepseek-v4-flash:0731Leads71%
    kimi-k2.7-code56%
  • Planning and task decomposition

    deepseek-v4-flash:0731Leads66%
    kimi-k2.7-code62%

Coding & tools

  • Code generation

    deepseek-v4-flash:073176%
    kimi-k2.7-codeLeads87%
  • Debugging and code review

    deepseek-v4-flash:073179%
    kimi-k2.7-codeLeads88%
  • Agentic coding

    deepseek-v4-flash:073180%
    kimi-k2.7-codeLeads81%
  • Tool and function calling

    deepseek-v4-flash:0731Leads64%
    kimi-k2.7-code58%
  • SQL and query writing

    deepseek-v4-flash:073180%
    kimi-k2.7-codeLeads84%

Writing & language

  • Creative writing

    deepseek-v4-flash:0731Leads44%
    kimi-k2.7-code36%
  • Professional writing

    deepseek-v4-flash:0731Leads53%
    kimi-k2.7-code39%
  • Conversational quality

    deepseek-v4-flash:0731Leads51%
    kimi-k2.7-code41%
  • Multilingual ability

    deepseek-v4-flash:0731Leads68%
    kimi-k2.7-code55%
  • Translation

    deepseek-v4-flash:0731Leads60%
    kimi-k2.7-code48%
  • Summarization

    deepseek-v4-flash:0731Leads67%
    kimi-k2.7-code48%

Data & professional work

  • Data analysis

    deepseek-v4-flash:0731Leads74%
    kimi-k2.7-code59%
  • Professional domains

    deepseek-v4-flash:0731Leads56%
    kimi-k2.7-code43%
  • Information extraction

    deepseek-v4-flash:0731Leads69%
    kimi-k2.7-code52%
  • Classification and labeling

    deepseek-v4-flash:0731Leads70%
    kimi-k2.7-code44%
  • Long-context handling

    deepseek-v4-flash:0731Leads89%
    kimi-k2.7-code52%

Reliability & control

  • Instruction following

    deepseek-v4-flash:0731Leads58%
    kimi-k2.7-code50%
  • Structured output

    deepseek-v4-flash:0731Leads67%
    kimi-k2.7-code59%
  • Factual accuracy

    deepseek-v4-flash:0731Leads54%
    kimi-k2.7-code44%
  • Safety and alignment

    deepseek-v4-flash:0731Leads40%
    kimi-k2.7-code39%
  • Steerability

    deepseek-v4-flash:0731Leads53%
    kimi-k2.7-code45%
  • Output consistency

    deepseek-v4-flash:0731Leads60%
    kimi-k2.7-code53%

Speed, cost & vision

  • Response speed

    deepseek-v4-flash:0731Leads82%
    kimi-k2.7-code30%
  • Cost efficiency

    deepseek-v4-flash:0731Leads79%
    kimi-k2.7-code34%
  • Image understanding

    deepseek-v4-flash:0731No image input
    kimi-k2.7-codeNo image input

Latest LLM7 statistics

Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.

Recent stability

deepseek-v4-flash:0731

99.96%

kimi-k2.7-code

99.83%

Average response time

deepseek-v4-flash:0731

8,511.8 ms

kimi-k2.7-code

6,571.81 ms

P95 API latency

deepseek-v4-flash:0731

30,000 ms

kimi-k2.7-code

30,000 ms

Side-by-side trends

Shared charts make the observed differences easier to read. Metrics without enough history stay hidden.

Request success rate

Both models on the same scale

deepseek-v4-flash:0731: 100%kimi-k2.7-code: 100%
21 Sept21 Oct

Average API latency

Both models on the same scale

deepseek-v4-flash:0731: 9,289 mskimi-k2.7-code: 1,138 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

deepseek-v4-flash:0731: 30,000 mskimi-k2.7-code: 2,000 ms
21 Sept21 Oct

Estimate your workload

Published rates are loaded from the pricing API; per-request quotes are billed from actual provider usage.

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Checking current pricing…

Quick take

  • deepseek-v4-flash:0731 has a larger context window.
  • The recent stability rates are too close to distinguish meaningfully.

Keep exploring